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A Novel Test for Independence Derived from an Exact Distribution of ith Nearest Neighbours

Dependence measures and tests for independence have recently attracted a lot of attention, because they are the cornerstone of algorithms for network inference in probabilistic graphical models. Pearson's product moment correlation coefficient is still by far the most widely used statistic yet...

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Detalhes bibliográficos
Main Authors: Dümcke, Sebastian, Mansmann, Ulrich, Tresch, Achim
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4183502/
https://ncbi.nlm.nih.gov/pubmed/25275469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0107955
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